Labsco
MCP SERVER

Sleepwalker AI

by followanton

See how ChatGPT, Perplexity, Grok and Gemini talk about your brand — and score the pages that shape what they say.

SEO, Web & Product Analytics
Summary
The two halves connect: it shows what the engines say, then scores the pages that decide it.

A visibility check on its own tells you that Perplexity recommends a competitor. Pairing it with content scoring on your own pages turns that into something you can act on. Results persist in one workspace, so a run an agent starts is reviewable in the app later or queryable from code — which matters when the person acting on the finding is not the one who ran it. Two practical notes: runs are queued, so expect to check status rather than wait, and the actions that cost credits are separate from the ones that just read what you already paid for.

What it is

A hosted service with two connected workflows — AI visibility checks across the major answer engines, and content intelligence over your public pages — reachable from an MCP client, the app, an API or a CLI.

What you get
  • create_sleepwalker_visibility_run — prompts run across ChatGPT, Perplexity, Grok and Gemini, capturing full answers, citations, competitors and mention types
  • suggest_sleepwalker_visibility_prompts — the prompts worth testing, proposed rather than invented by you
  • list_sleepwalker_visibility_models and list_sleepwalker_visibility_runs — which engines are covered, and what you have already run
  • get_sleepwalker_visibility_run_status and cancel_sleepwalker_visibility_run, since runs are queued rather than instant
  • get_sleepwalker_prompt_response — the actual answer an engine gave, not just a score
  • serialize_sleepwalker_page_content — a public page turned into the content and technical snapshot an AI crawler would see
  • score_sleepwalker_content and discover_sleepwalker_content_trends — depth and freshness scored, and demand identified
  • get_sleepwalker_reports_by_url, get_sleepwalker_summaries and get_sleepwalker_consistent_recommendations — past work retrieved and the recurring advice pulled out
  • list_sleepwalker_tests and get_sleepwalker_test_results, for saved checks you re-run
Requirements

A Sleepwalker account. The hosted endpoint is https://mcp.sleepwalker.ai/mcp — connect over OAuth if your client supports it, or create a bearer token in the app for a custom client. Billable actions draw on prepaid Sleepwalker credits, so runs cost money while reading past results does not. The open-source CLI export command runs locally with no key at all.

Setup effort

One command plus a key — npm install -g @sleepwalkerai/cli, then supply credentials